diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -1,9 +1,9 @@ { "best_metric": null, "best_model_checkpoint": null, - "epoch": 4.0, + "epoch": 1.0, "eval_steps": 100, - "global_step": 1540, + "global_step": 385, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, @@ -15,7 +15,7 @@ "logits/rejected": -1.7377450466156006, "logps/chosen": -29.553977966308594, "logps/rejected": -42.813133239746094, - "loss": 0.5, + "loss": 0.5102, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, @@ -25,2537 +25,597 @@ { "epoch": 0.03, "learning_rate": 1.282051282051282e-06, - "logits/chosen": -1.8667322397232056, - "logits/rejected": -1.8710299730300903, - "logps/chosen": -36.98433303833008, - "logps/rejected": -33.65640640258789, - "loss": 0.4948, + "logits/chosen": -1.866772174835205, + "logits/rejected": -1.8710780143737793, + "logps/chosen": -36.99943161010742, + "logps/rejected": -33.657470703125, + "loss": 0.4858, "rewards/accuracies": 0.5277777910232544, - "rewards/chosen": 0.015585740096867085, - "rewards/margins": 0.034019216895103455, - "rewards/rejected": -0.018433474004268646, + "rewards/chosen": 0.005016062408685684, + "rewards/margins": 0.02419126406311989, + "rewards/rejected": -0.019175197929143906, "step": 10 }, { "epoch": 0.05, "learning_rate": 2.564102564102564e-06, - "logits/chosen": -1.9972655773162842, - "logits/rejected": -1.9999065399169922, - "logps/chosen": -29.6416072845459, - "logps/rejected": -29.046981811523438, - "loss": 0.5013, + "logits/chosen": -1.9975645542144775, + "logits/rejected": -2.0002217292785645, + "logps/chosen": -29.651592254638672, + "logps/rejected": -29.066898345947266, + "loss": 0.5542, "rewards/accuracies": 0.5, - "rewards/chosen": 0.00041136163054034114, - "rewards/margins": -0.011113673448562622, - "rewards/rejected": 0.011525033973157406, + "rewards/chosen": -0.006579822860658169, + "rewards/margins": -0.004162783268839121, + "rewards/rejected": -0.0024170405231416225, "step": 20 }, { "epoch": 0.08, "learning_rate": 3.846153846153847e-06, - "logits/chosen": -1.9205191135406494, - "logits/rejected": -1.9178133010864258, - "logps/chosen": -31.385412216186523, - "logps/rejected": -33.23365020751953, - "loss": 0.4942, - "rewards/accuracies": 0.5375000238418579, - "rewards/chosen": 0.02147640287876129, - "rewards/margins": 0.03211076930165291, - "rewards/rejected": -0.010634368285536766, + "logits/chosen": -1.9212992191314697, + "logits/rejected": -1.918600082397461, + "logps/chosen": -31.42719078063965, + "logps/rejected": -33.23390579223633, + "loss": 0.5492, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -0.00776728754863143, + "rewards/margins": 0.0030429032631218433, + "rewards/rejected": -0.010810190811753273, "step": 30 }, { "epoch": 0.1, "learning_rate": 4.999896948438434e-06, - "logits/chosen": -2.017784833908081, - "logits/rejected": -2.009059429168701, - "logps/chosen": -32.547088623046875, - "logps/rejected": -32.473243713378906, - "loss": 0.5024, - "rewards/accuracies": 0.4749999940395355, - "rewards/chosen": 0.020800117403268814, - "rewards/margins": -0.006797379348427057, - "rewards/rejected": 0.027597496286034584, + "logits/chosen": -2.0178468227386475, + "logits/rejected": -2.009111166000366, + "logps/chosen": -32.579471588134766, + "logps/rejected": -32.50147247314453, + "loss": 0.5878, + "rewards/accuracies": 0.44999998807907104, + "rewards/chosen": -0.001865685684606433, + "rewards/margins": -0.009705344215035439, + "rewards/rejected": 0.007839656434953213, "step": 40 }, { "epoch": 0.13, "learning_rate": 4.987541037542187e-06, - "logits/chosen": -1.863996148109436, - "logits/rejected": -1.8532311916351318, - "logps/chosen": -33.490657806396484, - "logps/rejected": -35.415367126464844, - "loss": 0.4957, - "rewards/accuracies": 0.550000011920929, - "rewards/chosen": 0.046776313334703445, - "rewards/margins": 0.02089320495724678, - "rewards/rejected": 0.025883108377456665, + "logits/chosen": -1.8617979288101196, + "logits/rejected": -1.8510282039642334, + "logps/chosen": -33.562862396240234, + "logps/rejected": -35.4472770690918, + "loss": 0.5775, + "rewards/accuracies": 0.42500001192092896, + "rewards/chosen": -0.0037666684947907925, + "rewards/margins": -0.007314275950193405, + "rewards/rejected": 0.0035476074554026127, "step": 50 }, { "epoch": 0.16, "learning_rate": 4.954691471941119e-06, - "logits/chosen": -1.9439821243286133, - "logits/rejected": -1.9459091424942017, - "logps/chosen": -32.50756072998047, - "logps/rejected": -33.15720748901367, - "loss": 0.489, - "rewards/accuracies": 0.550000011920929, - "rewards/chosen": 0.06483479589223862, - "rewards/margins": 0.05491489917039871, - "rewards/rejected": 0.009919902309775352, + "logits/chosen": -1.9399009943008423, + "logits/rejected": -1.9418485164642334, + "logps/chosen": -32.5726203918457, + "logps/rejected": -33.18496322631836, + "loss": 0.5967, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": 0.019294817000627518, + "rewards/margins": 0.028803948312997818, + "rewards/rejected": -0.009509134106338024, "step": 60 }, { "epoch": 0.18, "learning_rate": 4.901618883413549e-06, - "logits/chosen": -2.075462579727173, - "logits/rejected": -2.0804481506347656, - "logps/chosen": -33.86588668823242, - "logps/rejected": -36.501365661621094, - "loss": 0.491, - "rewards/accuracies": 0.5249999761581421, - "rewards/chosen": 0.08581922948360443, - "rewards/margins": 0.038563162088394165, - "rewards/rejected": 0.04725607484579086, + "logits/chosen": -2.0729470252990723, + "logits/rejected": -2.077918529510498, + "logps/chosen": -33.93268585205078, + "logps/rejected": -36.637229919433594, + "loss": 0.5297, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": 0.039063483476638794, + "rewards/margins": 0.08691467344760895, + "rewards/rejected": -0.04785118252038956, "step": 70 }, { "epoch": 0.21, "learning_rate": 4.828760511501322e-06, - "logits/chosen": -1.9374949932098389, - "logits/rejected": -1.9405946731567383, - "logps/chosen": -34.200557708740234, - "logps/rejected": -34.543209075927734, - "loss": 0.4719, - "rewards/accuracies": 0.574999988079071, - "rewards/chosen": 0.15907494723796844, - "rewards/margins": 0.1246359720826149, - "rewards/rejected": 0.03443896025419235, + "logits/chosen": -1.9366486072540283, + "logits/rejected": -1.939780592918396, + "logps/chosen": -34.30228805541992, + "logps/rejected": -34.652069091796875, + "loss": 0.4209, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": 0.08786438405513763, + "rewards/margins": 0.12962770462036133, + "rewards/rejected": -0.041763320565223694, "step": 80 }, { "epoch": 0.23, "learning_rate": 4.7367166013034295e-06, - "logits/chosen": -1.9453551769256592, - "logits/rejected": -1.9498746395111084, - "logps/chosen": -32.2825927734375, - "logps/rejected": -32.25676727294922, - "loss": 0.4858, - "rewards/accuracies": 0.637499988079071, - "rewards/chosen": 0.12937995791435242, - "rewards/margins": 0.05788033455610275, - "rewards/rejected": 0.07149962335824966, + "logits/chosen": -1.946979284286499, + "logits/rejected": -1.951521635055542, + "logps/chosen": -32.4210205078125, + "logps/rejected": -32.337799072265625, + "loss": 0.6191, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": 0.03248247504234314, + "rewards/margins": 0.017702888697385788, + "rewards/rejected": 0.014779585413634777, "step": 90 }, { "epoch": 0.26, "learning_rate": 4.626245458345211e-06, - "logits/chosen": -2.04329776763916, - "logits/rejected": -2.0412919521331787, - "logps/chosen": -32.015525817871094, - "logps/rejected": -31.169103622436523, - "loss": 0.4799, - "rewards/accuracies": 0.637499988079071, - "rewards/chosen": 0.15771625936031342, - "rewards/margins": 0.08974156528711319, - "rewards/rejected": 0.06797470152378082, + "logits/chosen": -2.045017719268799, + "logits/rejected": -2.043015241622925, + "logps/chosen": -32.16361618041992, + "logps/rejected": -31.273128509521484, + "loss": 0.4711, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": 0.05405203625559807, + "rewards/margins": 0.05889582633972168, + "rewards/rejected": -0.004843792412430048, "step": 100 }, { "epoch": 0.26, - "eval_logits/chosen": -2.238145351409912, - "eval_logits/rejected": -2.2333030700683594, - "eval_logps/chosen": -33.86069107055664, - "eval_logps/rejected": -37.356990814208984, - "eval_loss": 0.49784979224205017, - "eval_rewards/accuracies": 0.5340532064437866, - "eval_rewards/chosen": 0.12170296907424927, - "eval_rewards/margins": 0.009964452125132084, - "eval_rewards/rejected": 0.11173851788043976, - "eval_runtime": 145.9039, - "eval_samples_per_second": 2.351, + "eval_logits/chosen": -2.240097761154175, + "eval_logits/rejected": -2.2352383136749268, + "eval_logps/chosen": -34.01129150390625, + "eval_logps/rejected": -37.49793243408203, + "eval_loss": 0.5754798054695129, + "eval_rewards/accuracies": 0.5195183157920837, + "eval_rewards/chosen": 0.016279777511954308, + "eval_rewards/margins": 0.0031977586913853884, + "eval_rewards/rejected": 0.013082021847367287, + "eval_runtime": 145.9275, + "eval_samples_per_second": 2.35, "eval_steps_per_second": 0.295, "step": 100 }, { "epoch": 0.29, "learning_rate": 4.498257201263691e-06, - "logits/chosen": -1.9996016025543213, - "logits/rejected": -1.9972642660140991, - "logps/chosen": -32.95330810546875, - "logps/rejected": -33.88172912597656, - "loss": 0.4742, - "rewards/accuracies": 0.612500011920929, - "rewards/chosen": 0.20335713028907776, - "rewards/margins": 0.10000836849212646, - "rewards/rejected": 0.10334876924753189, + "logits/chosen": -2.0017762184143066, + "logits/rejected": -1.9993689060211182, + "logps/chosen": -33.13564682006836, + "logps/rejected": -33.997642517089844, + "loss": 0.6759, + "rewards/accuracies": 0.625, + "rewards/chosen": 0.07571890205144882, + "rewards/margins": 0.05350743606686592, + "rewards/rejected": 0.022211460396647453, "step": 110 }, { "epoch": 0.31, "learning_rate": 4.353806263777678e-06, - "logits/chosen": -2.0096044540405273, - "logits/rejected": -2.0012660026550293, - "logps/chosen": -32.153419494628906, - "logps/rejected": -31.961782455444336, - "loss": 0.4848, - "rewards/accuracies": 0.574999988079071, - "rewards/chosen": 0.20403961837291718, - "rewards/margins": 0.06423385441303253, - "rewards/rejected": 0.13980577886104584, + "logits/chosen": -2.013158082962036, + "logits/rejected": -2.004814624786377, + "logps/chosen": -32.32666015625, + "logps/rejected": -32.12488555908203, + "loss": 0.5572, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": 0.08277235180139542, + "rewards/margins": 0.05714136362075806, + "rewards/rejected": 0.02563098631799221, "step": 120 }, { "epoch": 0.34, "learning_rate": 4.1940827077152755e-06, - "logits/chosen": -2.038412570953369, - "logits/rejected": -2.0304617881774902, - "logps/chosen": -30.165945053100586, - "logps/rejected": -31.880346298217773, - "loss": 0.4787, - "rewards/accuracies": 0.5625, - "rewards/chosen": 0.21683910489082336, - "rewards/margins": 0.0959777683019638, - "rewards/rejected": 0.12086131423711777, + "logits/chosen": -2.039836883544922, + "logits/rejected": -2.031825542449951, + "logps/chosen": -30.349987030029297, + "logps/rejected": -32.029136657714844, + "loss": 0.5109, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": 0.0880090743303299, + "rewards/margins": 0.07130132615566254, + "rewards/rejected": 0.016707751899957657, "step": 130 }, { "epoch": 0.36, "learning_rate": 4.0204024186666215e-06, - "logits/chosen": -1.9683482646942139, - "logits/rejected": -1.9784959554672241, - "logps/chosen": -31.041671752929688, - "logps/rejected": -32.388893127441406, - "loss": 0.4621, - "rewards/accuracies": 0.6625000238418579, - "rewards/chosen": 0.264592707157135, - "rewards/margins": 0.16240297257900238, - "rewards/rejected": 0.10218973457813263, + "logits/chosen": -1.9694139957427979, + "logits/rejected": -1.9796711206436157, + "logps/chosen": -31.24441909790039, + "logps/rejected": -32.56440353393555, + "loss": 0.5037, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": 0.12266886234283447, + "rewards/margins": 0.14333835244178772, + "rewards/rejected": -0.02066950313746929, "step": 140 }, { "epoch": 0.39, "learning_rate": 3.834196265035119e-06, - "logits/chosen": -1.8799880743026733, - "logits/rejected": -1.8811382055282593, - "logps/chosen": -33.686256408691406, - "logps/rejected": -34.564491271972656, - "loss": 0.4503, - "rewards/accuracies": 0.6000000238418579, - "rewards/chosen": 0.3545047640800476, - "rewards/margins": 0.21957096457481384, - "rewards/rejected": 0.134933739900589, + "logits/chosen": -1.8828538656234741, + "logits/rejected": -1.8840004205703735, + "logps/chosen": -34.006561279296875, + "logps/rejected": -34.81753921508789, + "loss": 0.4564, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": 0.13028928637504578, + "rewards/margins": 0.17248663306236267, + "rewards/rejected": -0.04219735041260719, "step": 150 }, { "epoch": 0.42, "learning_rate": 3.636998309800573e-06, - "logits/chosen": -1.931627869606018, - "logits/rejected": -1.9282808303833008, - "logps/chosen": -35.77287292480469, - "logps/rejected": -32.49742889404297, - "loss": 0.4707, - "rewards/accuracies": 0.637499988079071, - "rewards/chosen": 0.27916350960731506, - "rewards/margins": 0.12143567949533463, - "rewards/rejected": 0.15772780776023865, + "logits/chosen": -1.9349613189697266, + "logits/rejected": -1.9315464496612549, + "logps/chosen": -36.059181213378906, + "logps/rejected": -32.72267150878906, + "loss": 0.487, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": 0.07874591648578644, + "rewards/margins": 0.07869003713130951, + "rewards/rejected": 5.587190389633179e-05, "step": 160 }, { "epoch": 0.44, "learning_rate": 3.4304331721118078e-06, - "logits/chosen": -2.0332443714141846, - "logits/rejected": -2.0259475708007812, - "logps/chosen": -33.251670837402344, - "logps/rejected": -31.17826271057129, - "loss": 0.439, - "rewards/accuracies": 0.675000011920929, - "rewards/chosen": 0.382335364818573, - "rewards/margins": 0.2608257234096527, - "rewards/rejected": 0.1215096265077591, + "logits/chosen": -2.036032199859619, + "logits/rejected": -2.028651714324951, + "logps/chosen": -33.573509216308594, + "logps/rejected": -31.36956214904785, + "loss": 0.4465, + "rewards/accuracies": 0.6875, + "rewards/chosen": 0.15704451501369476, + "rewards/margins": 0.16944527626037598, + "rewards/rejected": -0.012400749139487743, "step": 170 }, { "epoch": 0.47, "learning_rate": 3.2162026428305436e-06, - "logits/chosen": -2.040196657180786, - "logits/rejected": -2.045389413833618, - "logps/chosen": -31.95781898498535, - "logps/rejected": -32.18687057495117, - "loss": 0.4516, - "rewards/accuracies": 0.699999988079071, - "rewards/chosen": 0.4108788073062897, - "rewards/margins": 0.20208871364593506, - "rewards/rejected": 0.20879006385803223, + "logits/chosen": -2.042617082595825, + "logits/rejected": -2.0478556156158447, + "logps/chosen": -32.33074188232422, + "logps/rejected": -32.472496032714844, + "loss": 0.3727, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": 0.14983226358890533, + "rewards/margins": 0.14098060131072998, + "rewards/rejected": 0.008851657621562481, "step": 180 }, { "epoch": 0.49, "learning_rate": 2.996071664294641e-06, - "logits/chosen": -2.040775775909424, - "logits/rejected": -2.038043737411499, - "logps/chosen": -31.056228637695312, - "logps/rejected": -31.10147476196289, - "loss": 0.4647, - "rewards/accuracies": 0.675000011920929, - "rewards/chosen": 0.30290743708610535, - "rewards/margins": 0.1511872559785843, - "rewards/rejected": 0.15172019600868225, + "logits/chosen": -2.0445618629455566, + "logits/rejected": -2.0417864322662354, + "logps/chosen": -31.317855834960938, + "logps/rejected": -31.348400115966797, + "loss": 0.4609, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": 0.11976919323205948, + "rewards/margins": 0.14090058207511902, + "rewards/rejected": -0.021131375804543495, "step": 190 }, { "epoch": 0.52, "learning_rate": 2.7718537898066833e-06, - "logits/chosen": -1.9112863540649414, - "logits/rejected": -1.9159523248672485, - "logps/chosen": -31.08163070678711, - "logps/rejected": -32.598487854003906, - "loss": 0.4453, - "rewards/accuracies": 0.6625000238418579, - "rewards/chosen": 0.3672560155391693, - "rewards/margins": 0.2325470894575119, - "rewards/rejected": 0.1347089260816574, + "logits/chosen": -1.9139589071273804, + "logits/rejected": -1.9186115264892578, + "logps/chosen": -31.420101165771484, + "logps/rejected": -32.79216766357422, + "loss": 0.5061, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": 0.13032536208629608, + "rewards/margins": 0.13119173049926758, + "rewards/rejected": -0.0008663811022415757, "step": 200 }, { "epoch": 0.52, - "eval_logits/chosen": -2.234708309173584, - "eval_logits/rejected": -2.229902505874634, - "eval_logps/chosen": -33.76850891113281, - "eval_logps/rejected": -37.29365921020508, - "eval_loss": 0.49275800585746765, - "eval_rewards/accuracies": 0.5369601845741272, - "eval_rewards/chosen": 0.18622951209545135, - "eval_rewards/margins": 0.030155813321471214, - "eval_rewards/rejected": 0.1560736745595932, - "eval_runtime": 145.5287, - "eval_samples_per_second": 2.357, + "eval_logits/chosen": -2.2385354042053223, + "eval_logits/rejected": -2.2336885929107666, + "eval_logps/chosen": -34.05002975463867, + "eval_logps/rejected": -37.54545974731445, + "eval_loss": 0.5877167582511902, + "eval_rewards/accuracies": 0.4991694688796997, + "eval_rewards/chosen": -0.010832725092768669, + "eval_rewards/margins": 0.009353035129606724, + "eval_rewards/rejected": -0.020185761153697968, + "eval_runtime": 145.6958, + "eval_samples_per_second": 2.354, "eval_steps_per_second": 0.295, "step": 200 }, { "epoch": 0.55, "learning_rate": 2.5453962426402006e-06, - "logits/chosen": -2.022939443588257, - "logits/rejected": -2.033546209335327, - "logps/chosen": -31.5457706451416, - "logps/rejected": -33.67595672607422, - "loss": 0.4628, - "rewards/accuracies": 0.574999988079071, - "rewards/chosen": 0.2978750169277191, - "rewards/margins": 0.16715146601200104, - "rewards/rejected": 0.13072356581687927, + "logits/chosen": -2.026780366897583, + "logits/rejected": -2.0374534130096436, + "logps/chosen": -31.786846160888672, + "logps/rejected": -33.922447204589844, + "loss": 0.4225, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": 0.12911871075630188, + "rewards/margins": 0.17094141244888306, + "rewards/rejected": -0.041822709143161774, "step": 210 }, { "epoch": 0.57, "learning_rate": 2.3185646976551794e-06, - "logits/chosen": -1.9158331155776978, - "logits/rejected": -1.9305419921875, - "logps/chosen": -29.57406997680664, - "logps/rejected": -31.42013168334961, - "loss": 0.4363, - "rewards/accuracies": 0.699999988079071, - "rewards/chosen": 0.37622833251953125, - "rewards/margins": 0.2795966863632202, - "rewards/rejected": 0.09663165360689163, + "logits/chosen": -1.9182548522949219, + "logits/rejected": -1.933038353919983, + "logps/chosen": -29.936147689819336, + "logps/rejected": -31.559993743896484, + "loss": 0.4429, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": 0.12277615070343018, + "rewards/margins": 0.12404797971248627, + "rewards/rejected": -0.0012718416983261704, "step": 220 }, { "epoch": 0.6, "learning_rate": 2.0932279108998323e-06, - "logits/chosen": -1.9733517169952393, - "logits/rejected": -1.9773433208465576, - "logps/chosen": -32.83649444580078, - "logps/rejected": -31.40326499938965, - "loss": 0.4311, - "rewards/accuracies": 0.699999988079071, - "rewards/chosen": 0.40668267011642456, - "rewards/margins": 0.304456502199173, - "rewards/rejected": 0.10222617536783218, + "logits/chosen": -1.9737575054168701, + "logits/rejected": -1.9777438640594482, + "logps/chosen": -33.20977783203125, + "logps/rejected": -31.5734920501709, + "loss": 0.3768, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": 0.14538228511810303, + "rewards/margins": 0.16231416165828705, + "rewards/rejected": -0.016931891441345215, "step": 230 }, { "epoch": 0.62, "learning_rate": 1.8712423238279358e-06, - "logits/chosen": -1.9713729619979858, - "logits/rejected": -1.9496545791625977, - "logps/chosen": -33.5602912902832, - "logps/rejected": -34.85026550292969, - "loss": 0.4227, - "rewards/accuracies": 0.75, - "rewards/chosen": 0.41541916131973267, - "rewards/margins": 0.3450462222099304, - "rewards/rejected": 0.07037289440631866, + "logits/chosen": -1.9738047122955322, + "logits/rejected": -1.9518985748291016, + "logps/chosen": -33.94301223754883, + "logps/rejected": -35.023075103759766, + "loss": 0.4304, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": 0.1475195735692978, + "rewards/margins": 0.19811663031578064, + "rewards/rejected": -0.05059707164764404, "step": 240 }, { "epoch": 0.65, "learning_rate": 1.6544367689701824e-06, - "logits/chosen": -2.012058734893799, - "logits/rejected": -2.0087602138519287, - "logps/chosen": -32.46921157836914, - "logps/rejected": -36.012245178222656, - "loss": 0.4613, + "logits/chosen": -2.0155911445617676, + "logits/rejected": -2.0122878551483154, + "logps/chosen": -32.76276397705078, + "logps/rejected": -36.25225830078125, + "loss": 0.4155, "rewards/accuracies": 0.637499988079071, - "rewards/chosen": 0.31910061836242676, - "rewards/margins": 0.17022350430488586, - "rewards/rejected": 0.1488770991563797, + "rewards/chosen": 0.11361332982778549, + "rewards/margins": 0.1327473670244217, + "rewards/rejected": -0.019134048372507095, "step": 250 }, { "epoch": 0.68, "learning_rate": 1.4445974030621963e-06, - "logits/chosen": -1.878584861755371, - "logits/rejected": -1.876153588294983, - "logps/chosen": -33.71690368652344, - "logps/rejected": -35.26210403442383, - "loss": 0.4631, - "rewards/accuracies": 0.6499999761581421, - "rewards/chosen": 0.33004888892173767, - "rewards/margins": 0.1602855622768402, - "rewards/rejected": 0.16976332664489746, + "logits/chosen": -1.8830368518829346, + "logits/rejected": -1.880629539489746, + "logps/chosen": -34.01710891723633, + "logps/rejected": -35.53314971923828, + "loss": 0.4219, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": 0.11990444362163544, + "rewards/margins": 0.1398761123418808, + "rewards/rejected": -0.019971664994955063, "step": 260 }, { "epoch": 0.7, "learning_rate": 1.243452991757889e-06, - "logits/chosen": -1.863705039024353, - "logits/rejected": -1.8611875772476196, - "logps/chosen": -33.94118881225586, - "logps/rejected": -31.579448699951172, - "loss": 0.4582, - "rewards/accuracies": 0.612500011920929, - "rewards/chosen": 0.3194878101348877, - "rewards/margins": 0.18517015874385834, - "rewards/rejected": 0.13431766629219055, + "logits/chosen": -1.8685131072998047, + "logits/rejected": -1.8660367727279663, + "logps/chosen": -34.2363395690918, + "logps/rejected": -31.768321990966797, + "loss": 0.4918, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": 0.11288031190633774, + "rewards/margins": 0.11077453196048737, + "rewards/rejected": 0.0021057710982859135, "step": 270 }, { "epoch": 0.73, "learning_rate": 1.0526606671603523e-06, - "logits/chosen": -1.96773362159729, - "logits/rejected": -1.957313895225525, - "logps/chosen": -34.72475814819336, - "logps/rejected": -31.634963989257812, - "loss": 0.4297, - "rewards/accuracies": 0.75, - "rewards/chosen": 0.4423200190067291, - "rewards/margins": 0.298100084066391, - "rewards/rejected": 0.14421990513801575, + "logits/chosen": -1.9722087383270264, + "logits/rejected": -1.961612343788147, + "logps/chosen": -35.04926300048828, + "logps/rejected": -31.826486587524414, + "loss": 0.3417, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": 0.21516695618629456, + "rewards/margins": 0.20501188933849335, + "rewards/rejected": 0.010155050083994865, "step": 280 }, { "epoch": 0.75, "learning_rate": 8.737922755071455e-07, - "logits/chosen": -2.0632526874542236, - "logits/rejected": -2.0484511852264404, - "logps/chosen": -30.412399291992188, - "logps/rejected": -32.339237213134766, - "loss": 0.4682, - "rewards/accuracies": 0.550000011920929, - "rewards/chosen": 0.3582096993923187, - "rewards/margins": 0.13939058780670166, - "rewards/rejected": 0.21881911158561707, + "logits/chosen": -2.068380832672119, + "logits/rejected": -2.05340313911438, + "logps/chosen": -30.748706817626953, + "logps/rejected": -32.63469314575195, + "loss": 0.4741, + "rewards/accuracies": 0.625, + "rewards/chosen": 0.12279413640499115, + "rewards/margins": 0.11079368740320206, + "rewards/rejected": 0.012000440619885921, "step": 290 }, { "epoch": 0.78, "learning_rate": 7.08321427484816e-07, - "logits/chosen": -1.9345197677612305, - "logits/rejected": -1.9320701360702515, - "logps/chosen": -32.11776351928711, - "logps/rejected": -30.692516326904297, - "loss": 0.3947, - "rewards/accuracies": 0.7250000238418579, - "rewards/chosen": 0.5665432810783386, - "rewards/margins": 0.4795381426811218, - "rewards/rejected": 0.08700509369373322, + "logits/chosen": -1.9397351741790771, + "logits/rejected": -1.9371974468231201, + "logps/chosen": -32.603660583496094, + "logps/rejected": -30.863941192626953, + "loss": 0.3371, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": 0.2264125794172287, + "rewards/margins": 0.25940603017807007, + "rewards/rejected": -0.03299345448613167, "step": 300 }, { "epoch": 0.78, - "eval_logits/chosen": -2.2321932315826416, - "eval_logits/rejected": -2.227381944656372, - "eval_logps/chosen": -33.75507736206055, - "eval_logps/rejected": -37.28935623168945, - "eval_loss": 0.49099090695381165, - "eval_rewards/accuracies": 0.5564784407615662, - "eval_rewards/chosen": 0.1956319361925125, - "eval_rewards/margins": 0.03654861077666283, - "eval_rewards/rejected": 0.15908333659172058, - "eval_runtime": 145.678, - "eval_samples_per_second": 2.355, - "eval_steps_per_second": 0.295, + "eval_logits/chosen": -2.2370686531066895, + "eval_logits/rejected": -2.2322022914886475, + "eval_logps/chosen": -34.03439712524414, + "eval_logps/rejected": -37.53529357910156, + "eval_loss": 0.5842657089233398, + "eval_rewards/accuracies": 0.5278239250183105, + "eval_rewards/chosen": 0.00010742468293756247, + "eval_rewards/margins": 0.013178782537579536, + "eval_rewards/rejected": -0.013071359135210514, + "eval_runtime": 145.5131, + "eval_samples_per_second": 2.357, + "eval_steps_per_second": 0.296, "step": 300 }, { "epoch": 0.81, - "grad_norm": 5.65625, - "learning_rate": 4.84533120650964e-06, - "logits/chosen": -2.069279909133911, - "logits/rejected": -2.0565598011016846, - "logps/chosen": -31.766155242919922, - "logps/rejected": -32.60447311401367, - "loss": 0.3879, - "rewards/accuracies": 0.875, - "rewards/chosen": 0.5335645079612732, - "rewards/margins": 0.5079580545425415, - "rewards/rejected": 0.025606412440538406, + "learning_rate": 5.576113578589035e-07, + "logits/chosen": -1.9219080209732056, + "logits/rejected": -1.9186557531356812, + "logps/chosen": -31.35263442993164, + "logps/rejected": -33.746925354003906, + "loss": 0.4182, + "rewards/accuracies": 0.75, + "rewards/chosen": 0.17550265789031982, + "rewards/margins": 0.17884370684623718, + "rewards/rejected": -0.0033410280011594296, "step": 310 }, { "epoch": 0.83, - "grad_norm": 6.9375, - "learning_rate": 4.825108134172131e-06, - "logits/chosen": -1.9792858362197876, - "logits/rejected": -1.9706569910049438, - "logps/chosen": -31.41892433166504, - "logps/rejected": -30.155033111572266, - "loss": 0.3743, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": 0.6552442312240601, - "rewards/margins": 0.5947929620742798, - "rewards/rejected": 0.060451291501522064, + "learning_rate": 4.229036944380913e-07, + "logits/chosen": -1.9732515811920166, + "logits/rejected": -1.9609721899032593, + "logps/chosen": -34.435001373291016, + "logps/rejected": -33.593482971191406, + "loss": 0.3778, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": 0.11274988949298859, + "rewards/margins": 0.15099774301052094, + "rewards/rejected": -0.03824785351753235, "step": 320 }, { "epoch": 0.86, - "grad_norm": 8.1875, - "learning_rate": 4.80369052967602e-06, - "logits/chosen": -1.9177625179290771, - "logits/rejected": -1.9297670125961304, - "logps/chosen": -29.455638885498047, - "logps/rejected": -33.40266036987305, - "loss": 0.3501, - "rewards/accuracies": 0.762499988079071, - "rewards/chosen": 0.7165408730506897, - "rewards/margins": 0.7168257832527161, - "rewards/rejected": -0.00028486884548328817, + "learning_rate": 3.053082288996112e-07, + "logits/chosen": -2.0085272789001465, + "logits/rejected": -2.0070912837982178, + "logps/chosen": -33.31962585449219, + "logps/rejected": -32.51466751098633, + "loss": 0.4061, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": 0.1163158044219017, + "rewards/margins": 0.14087431132793427, + "rewards/rejected": -0.024558518081903458, "step": 330 }, { "epoch": 0.88, - "grad_norm": 9.25, - "learning_rate": 4.781089396387968e-06, - "logits/chosen": -1.880617380142212, - "logits/rejected": -1.8715527057647705, - "logps/chosen": -33.60810089111328, - "logps/rejected": -35.90662384033203, - "loss": 0.3405, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 0.7635797262191772, - "rewards/margins": 0.7985055446624756, - "rewards/rejected": -0.03492575138807297, + "learning_rate": 2.0579377374915805e-07, + "logits/chosen": -2.0951385498046875, + "logits/rejected": -2.0793802738189697, + "logps/chosen": -33.88261032104492, + "logps/rejected": -33.10671615600586, + "loss": 0.4042, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": 0.20774619281291962, + "rewards/margins": 0.19982238113880157, + "rewards/rejected": 0.00792380329221487, "step": 340 }, { "epoch": 0.91, - "grad_norm": 5.1875, - "learning_rate": 4.757316345716554e-06, - "logits/chosen": -1.9337537288665771, - "logits/rejected": -1.9343976974487305, - "logps/chosen": -33.176937103271484, - "logps/rejected": -33.779075622558594, - "loss": 0.3349, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": 0.8598405718803406, - "rewards/margins": 0.8109108805656433, - "rewards/rejected": 0.048929743468761444, + "learning_rate": 1.2518018074041684e-07, + "logits/chosen": -1.9677631855010986, + "logits/rejected": -1.9668546915054321, + "logps/chosen": -32.957977294921875, + "logps/rejected": -32.483890533447266, + "loss": 0.4874, + "rewards/accuracies": 0.75, + "rewards/chosen": 0.2268829345703125, + "rewards/margins": 0.2400023490190506, + "rewards/rejected": -0.013119394890964031, "step": 350 }, { "epoch": 0.94, - "grad_norm": 6.3125, - "learning_rate": 4.73238359114687e-06, - "logits/chosen": -2.060123920440674, - "logits/rejected": -2.066301107406616, - "logps/chosen": -30.665380477905273, - "logps/rejected": -32.581119537353516, - "loss": 0.3792, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": 0.6355056762695312, - "rewards/margins": 0.5744917988777161, - "rewards/rejected": 0.061013948172330856, + "learning_rate": 6.41315865106129e-08, + "logits/chosen": -1.9235498905181885, + "logits/rejected": -1.933876395225525, + "logps/chosen": -32.016578674316406, + "logps/rejected": -35.32080841064453, + "loss": 0.4297, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": 0.13167943060398102, + "rewards/margins": 0.15411263704299927, + "rewards/rejected": -0.02243318222463131, "step": 360 }, { "epoch": 0.96, - "grad_norm": 7.78125, - "learning_rate": 4.706303941965804e-06, - "logits/chosen": -1.9897676706314087, - "logits/rejected": -1.989344835281372, - "logps/chosen": -32.362205505371094, - "logps/rejected": -35.91802215576172, - "loss": 0.3617, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": 0.7579163908958435, - "rewards/margins": 0.6656854748725891, - "rewards/rejected": 0.09223100543022156, + "learning_rate": 2.3150941078050325e-08, + "logits/chosen": -2.062828540802002, + "logits/rejected": -2.056312322616577, + "logps/chosen": -33.43348693847656, + "logps/rejected": -29.213970184326172, + "loss": 0.3963, + "rewards/accuracies": 0.6875, + "rewards/chosen": 0.15293903648853302, + "rewards/margins": 0.14422088861465454, + "rewards/rejected": 0.008718125522136688, "step": 370 }, { "epoch": 0.99, - "grad_norm": 5.71875, - "learning_rate": 4.679090796681225e-06, - "logits/chosen": -2.022163152694702, - "logits/rejected": -2.017575740814209, - "logps/chosen": -29.644603729248047, - "logps/rejected": -29.16855239868164, - "loss": 0.3514, - "rewards/accuracies": 0.8125, - "rewards/chosen": 0.746194064617157, - "rewards/margins": 0.714457094669342, - "rewards/rejected": 0.03173698112368584, + "learning_rate": 2.575864278703266e-09, + "logits/chosen": -1.9224169254302979, + "logits/rejected": -1.9245796203613281, + "logps/chosen": -33.9437255859375, + "logps/rejected": -30.860538482666016, + "loss": 0.4119, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": 0.20672598481178284, + "rewards/margins": 0.19826285541057587, + "rewards/rejected": 0.008463130332529545, "step": 380 }, { - "epoch": 1.01, - "grad_norm": 8.0625, - "learning_rate": 4.650758136138454e-06, - "logits/chosen": -1.7921892404556274, - "logits/rejected": -1.7986253499984741, - "logps/chosen": -31.069808959960938, - "logps/rejected": -36.217376708984375, - "loss": 0.3052, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": 0.9211344718933105, - "rewards/margins": 0.9904948472976685, - "rewards/rejected": -0.06936033815145493, - "step": 390 - }, - { - "epoch": 1.04, - "grad_norm": 5.84375, - "learning_rate": 4.621320516337559e-06, - "logits/chosen": -1.946427583694458, - "logits/rejected": -1.9403005838394165, - "logps/chosen": -32.449764251708984, - "logps/rejected": -32.27871322631836, - "loss": 0.3136, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": 0.968052864074707, - "rewards/margins": 0.9469360113143921, - "rewards/rejected": 0.021116863936185837, - "step": 400 - }, - { - "epoch": 1.04, - "eval_logits/chosen": -2.2079687118530273, - "eval_logits/rejected": -2.2031569480895996, - "eval_logps/chosen": -33.62800598144531, - "eval_logps/rejected": -37.196067810058594, - "eval_loss": 0.48570817708969116, - "eval_rewards/accuracies": 0.579734206199646, - "eval_rewards/chosen": 0.2845819294452667, - "eval_rewards/margins": 0.06019504740834236, - "eval_rewards/rejected": 0.22438688576221466, - "eval_runtime": 145.4274, - "eval_samples_per_second": 2.359, - "eval_steps_per_second": 0.296, - "step": 400 - }, - { - "epoch": 1.06, - "grad_norm": 5.96875, - "learning_rate": 4.590793060955158e-06, - "logits/chosen": -1.9444068670272827, - "logits/rejected": -1.951677918434143, - "logps/chosen": -28.08418846130371, - "logps/rejected": -29.256505966186523, - "loss": 0.3391, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 0.7253325581550598, - "rewards/margins": 0.836132824420929, - "rewards/rejected": -0.11080024391412735, - "step": 410 - }, - { - "epoch": 1.09, - "grad_norm": 5.4375, - "learning_rate": 4.559191453574582e-06, - "logits/chosen": -1.966160774230957, - "logits/rejected": -1.965192437171936, - "logps/chosen": -32.974876403808594, - "logps/rejected": -30.77309226989746, - "loss": 0.3464, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 0.8930822610855103, - "rewards/margins": 0.774114727973938, - "rewards/rejected": 0.11896754801273346, - "step": 420 - }, - { - "epoch": 1.12, - "grad_norm": 6.09375, - "learning_rate": 4.52653192962838e-06, - "logits/chosen": -1.9592077732086182, - "logits/rejected": -1.9421688318252563, - "logps/chosen": -29.91006851196289, - "logps/rejected": -33.13286590576172, - "loss": 0.3285, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 0.7469960451126099, - "rewards/margins": 0.8916017413139343, - "rewards/rejected": -0.14460588991641998, - "step": 430 - }, - { - "epoch": 1.14, - "grad_norm": 5.3125, - "learning_rate": 4.492831268057307e-06, - "logits/chosen": -1.989438772201538, - "logits/rejected": -1.9913489818572998, - "logps/chosen": -35.05497741699219, - "logps/rejected": -34.920108795166016, - "loss": 0.2832, - "rewards/accuracies": 0.8999999761581421, - "rewards/chosen": 1.0901695489883423, - "rewards/margins": 1.1322667598724365, - "rewards/rejected": -0.0420973002910614, - "step": 440 - }, - { - "epoch": 1.17, - "grad_norm": 6.5, - "learning_rate": 4.458106782690094e-06, - "logits/chosen": -2.0655436515808105, - "logits/rejected": -2.0654349327087402, - "logps/chosen": -31.32794761657715, - "logps/rejected": -33.56629180908203, - "loss": 0.3287, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": 0.9137799143791199, - "rewards/margins": 0.9181026220321655, - "rewards/rejected": -0.004322645254433155, - "step": 450 - }, - { - "epoch": 1.19, - "grad_norm": 5.28125, - "learning_rate": 4.422376313348405e-06, - "logits/chosen": -2.0107359886169434, - "logits/rejected": -2.0033280849456787, - "logps/chosen": -30.83009910583496, - "logps/rejected": -36.22407150268555, - "loss": 0.2765, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.1031007766723633, - "rewards/margins": 1.2221224308013916, - "rewards/rejected": -0.11902163922786713, - "step": 460 - }, - { - "epoch": 1.22, - "grad_norm": 6.28125, - "learning_rate": 4.3856582166815696e-06, - "logits/chosen": -1.9149672985076904, - "logits/rejected": -1.9115540981292725, - "logps/chosen": -32.367496490478516, - "logps/rejected": -32.911216735839844, - "loss": 0.2962, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": 1.0953609943389893, - "rewards/margins": 1.0864982604980469, - "rewards/rejected": 0.008862635120749474, - "step": 470 - }, - { - "epoch": 1.25, - "grad_norm": 5.5, - "learning_rate": 4.347971356735789e-06, - "logits/chosen": -2.040391445159912, - "logits/rejected": -2.033470630645752, - "logps/chosen": -29.63046646118164, - "logps/rejected": -32.03357696533203, - "loss": 0.3336, - "rewards/accuracies": 0.8125, - "rewards/chosen": 0.8386493921279907, - "rewards/margins": 0.8667130470275879, - "rewards/rejected": -0.028063708916306496, - "step": 480 - }, - { - "epoch": 1.27, - "grad_norm": 5.59375, - "learning_rate": 4.309335095262675e-06, - "logits/chosen": -1.9858951568603516, - "logits/rejected": -1.987535834312439, - "logps/chosen": -33.76915740966797, - "logps/rejected": -33.62469482421875, - "loss": 0.2834, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.108822226524353, - "rewards/margins": 1.0970509052276611, - "rewards/rejected": 0.011771360412240028, - "step": 490 - }, - { - "epoch": 1.3, - "grad_norm": 6.375, - "learning_rate": 4.269769281772082e-06, - "logits/chosen": -1.8744853734970093, - "logits/rejected": -1.8722003698349, - "logps/chosen": -31.54471206665039, - "logps/rejected": -36.603973388671875, - "loss": 0.2784, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.1393038034439087, - "rewards/margins": 1.2370599508285522, - "rewards/rejected": -0.09775615483522415, - "step": 500 - }, - { - "epoch": 1.3, - "eval_logits/chosen": -2.2098300457000732, - "eval_logits/rejected": -2.205024480819702, - "eval_logps/chosen": -33.61191177368164, - "eval_logps/rejected": -37.15669250488281, - "eval_loss": 0.48908427357673645, - "eval_rewards/accuracies": 0.5220099687576294, - "eval_rewards/chosen": 0.29585084319114685, - "eval_rewards/margins": 0.04390101507306099, - "eval_rewards/rejected": 0.25194987654685974, - "eval_runtime": 145.3523, - "eval_samples_per_second": 2.36, - "eval_steps_per_second": 0.296, - "step": 500 - }, - { - "epoch": 1.32, - "grad_norm": 4.75, - "learning_rate": 4.22929424333435e-06, - "logits/chosen": -1.978362798690796, - "logits/rejected": -1.98308527469635, - "logps/chosen": -31.69674301147461, - "logps/rejected": -31.60154151916504, - "loss": 0.2762, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": 1.2324289083480835, - "rewards/margins": 1.2012327909469604, - "rewards/rejected": 0.03119627758860588, - "step": 510 - }, - { - "epoch": 1.35, - "grad_norm": 5.5625, - "learning_rate": 4.1879307741372085e-06, - "logits/chosen": -2.0070841312408447, - "logits/rejected": -2.01804256439209, - "logps/chosen": -29.7496280670166, - "logps/rejected": -31.527536392211914, - "loss": 0.2821, - "rewards/accuracies": 0.875, - "rewards/chosen": 1.148550271987915, - "rewards/margins": 1.16244375705719, - "rewards/rejected": -0.013893580064177513, - "step": 520 - }, - { - "epoch": 1.38, - "grad_norm": 4.09375, - "learning_rate": 4.145700124802693e-06, - "logits/chosen": -1.9333133697509766, - "logits/rejected": -1.9299663305282593, - "logps/chosen": -30.964946746826172, - "logps/rejected": -32.423377990722656, - "loss": 0.2962, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 1.0188950300216675, - "rewards/margins": 1.061314344406128, - "rewards/rejected": -0.0424191839993, - "step": 530 - }, - { - "epoch": 1.4, - "grad_norm": 6.15625, - "learning_rate": 4.102623991469562e-06, - "logits/chosen": -1.7982631921768188, - "logits/rejected": -1.8074582815170288, - "logps/chosen": -30.847604751586914, - "logps/rejected": -31.964679718017578, - "loss": 0.2773, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.205248475074768, - "rewards/margins": 1.2813327312469482, - "rewards/rejected": -0.07608427852392197, - "step": 540 - }, - { - "epoch": 1.43, - "grad_norm": 5.40625, - "learning_rate": 4.058724504646834e-06, - "logits/chosen": -1.8933544158935547, - "logits/rejected": -1.8870652914047241, - "logps/chosen": -31.835384368896484, - "logps/rejected": -30.871362686157227, - "loss": 0.2807, - "rewards/accuracies": 0.875, - "rewards/chosen": 1.3110452890396118, - "rewards/margins": 1.2270557880401611, - "rewards/rejected": 0.08398932963609695, - "step": 550 - }, - { - "epoch": 1.45, - "grad_norm": 5.15625, - "learning_rate": 4.014024217844167e-06, - "logits/chosen": -1.9839521646499634, - "logits/rejected": -1.9819648265838623, - "logps/chosen": -32.755332946777344, - "logps/rejected": -31.447025299072266, - "loss": 0.2809, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": 1.271106481552124, - "rewards/margins": 1.2358547449111938, - "rewards/rejected": 0.035251684486866, - "step": 560 - }, - { - "epoch": 1.48, - "grad_norm": 6.34375, - "learning_rate": 3.968546095984911e-06, - "logits/chosen": -1.8162040710449219, - "logits/rejected": -1.814014196395874, - "logps/chosen": -31.14450454711914, - "logps/rejected": -30.988576889038086, - "loss": 0.2898, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.1563327312469482, - "rewards/margins": 1.146722435951233, - "rewards/rejected": 0.009610283188521862, - "step": 570 - }, - { - "epoch": 1.51, - "grad_norm": 5.5625, - "learning_rate": 3.922313503607806e-06, - "logits/chosen": -1.95193612575531, - "logits/rejected": -1.948587417602539, - "logps/chosen": -29.390304565429688, - "logps/rejected": -34.86743927001953, - "loss": 0.2599, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.2000386714935303, - "rewards/margins": 1.3689311742782593, - "rewards/rejected": -0.16889244318008423, - "step": 580 - }, - { - "epoch": 1.53, - "grad_norm": 5.1875, - "learning_rate": 3.875350192863368e-06, - "logits/chosen": -1.8900426626205444, - "logits/rejected": -1.8936386108398438, - "logps/chosen": -28.26003646850586, - "logps/rejected": -30.714879989624023, - "loss": 0.3068, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": 0.9484975934028625, - "rewards/margins": 0.9877050518989563, - "rewards/rejected": -0.03920745849609375, - "step": 590 - }, - { - "epoch": 1.56, - "grad_norm": 6.03125, - "learning_rate": 3.8276802913111436e-06, - "logits/chosen": -1.9284902811050415, - "logits/rejected": -1.9283053874969482, - "logps/chosen": -30.269977569580078, - "logps/rejected": -31.168771743774414, - "loss": 0.2593, - "rewards/accuracies": 0.875, - "rewards/chosen": 1.3660885095596313, - "rewards/margins": 1.3491170406341553, - "rewards/rejected": 0.016971405595541, - "step": 600 - }, - { - "epoch": 1.56, - "eval_logits/chosen": -2.1913671493530273, - "eval_logits/rejected": -2.186584949493408, - "eval_logps/chosen": -33.55670166015625, - "eval_logps/rejected": -37.16816711425781, - "eval_loss": 0.4795128405094147, - "eval_rewards/accuracies": 0.574335515499115, - "eval_rewards/chosen": 0.3344981372356415, - "eval_rewards/margins": 0.09058075398206711, - "eval_rewards/rejected": 0.24391737580299377, - "eval_runtime": 145.1862, - "eval_samples_per_second": 2.362, - "eval_steps_per_second": 0.296, - "step": 600 - }, - { - "epoch": 1.58, - "grad_norm": 5.625, - "learning_rate": 3.7793282895240927e-06, - "logits/chosen": -1.9897689819335938, - "logits/rejected": -1.9904531240463257, - "logps/chosen": -32.8941650390625, - "logps/rejected": -33.11201477050781, - "loss": 0.2422, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": 1.4951863288879395, - "rewards/margins": 1.5146669149398804, - "rewards/rejected": -0.019480543211102486, - "step": 610 - }, - { - "epoch": 1.61, - "grad_norm": 3.875, - "learning_rate": 3.730319028506478e-06, - "logits/chosen": -1.953918695449829, - "logits/rejected": -1.9515819549560547, - "logps/chosen": -31.27206039428711, - "logps/rejected": -32.174869537353516, - "loss": 0.2593, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.297335147857666, - "rewards/margins": 1.3708014488220215, - "rewards/rejected": -0.07346634566783905, - "step": 620 - }, - { - "epoch": 1.64, - "grad_norm": 6.9375, - "learning_rate": 3.6806776869317074e-06, - "logits/chosen": -1.967087745666504, - "logits/rejected": -1.9582030773162842, - "logps/chosen": -30.80006980895996, - "logps/rejected": -31.055767059326172, - "loss": 0.2573, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": 1.3832311630249023, - "rewards/margins": 1.4675111770629883, - "rewards/rejected": -0.08427979052066803, - "step": 630 - }, - { - "epoch": 1.66, - "grad_norm": 6.21875, - "learning_rate": 3.6304297682067146e-06, - "logits/chosen": -1.9678598642349243, - "logits/rejected": -1.9646453857421875, - "logps/chosen": -30.486230850219727, - "logps/rejected": -32.526588439941406, - "loss": 0.2662, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.1985342502593994, - "rewards/margins": 1.2735540866851807, - "rewards/rejected": -0.07501962780952454, - "step": 640 - }, - { - "epoch": 1.69, - "grad_norm": 5.25, - "learning_rate": 3.579601087369492e-06, - "logits/chosen": -1.9753246307373047, - "logits/rejected": -1.9776771068572998, - "logps/chosen": -31.804119110107422, - "logps/rejected": -33.76448440551758, - "loss": 0.2474, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.2947121858596802, - "rewards/margins": 1.3514697551727295, - "rewards/rejected": -0.056757647544145584, - "step": 650 - }, - { - "epoch": 1.71, - "grad_norm": 7.84375, - "learning_rate": 3.5282177578265295e-06, - "logits/chosen": -1.8884271383285522, - "logits/rejected": -1.8889974355697632, - "logps/chosen": -31.999134063720703, - "logps/rejected": -31.639989852905273, - "loss": 0.2419, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.363389253616333, - "rewards/margins": 1.3863054513931274, - "rewards/rejected": -0.022916005924344063, - "step": 660 - }, - { - "epoch": 1.74, - "grad_norm": 6.15625, - "learning_rate": 3.476306177936961e-06, - "logits/chosen": -1.9295670986175537, - "logits/rejected": -1.920019507408142, - "logps/chosen": -32.041465759277344, - "logps/rejected": -32.48603057861328, - "loss": 0.2352, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.3718717098236084, - "rewards/margins": 1.4966375827789307, - "rewards/rejected": -0.1247657760977745, - "step": 670 - }, - { - "epoch": 1.77, - "grad_norm": 3.453125, - "learning_rate": 3.423893017450324e-06, - "logits/chosen": -1.827956199645996, - "logits/rejected": -1.8249555826187134, - "logps/chosen": -29.395336151123047, - "logps/rejected": -34.349639892578125, - "loss": 0.2442, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.445934534072876, - "rewards/margins": 1.4676737785339355, - "rewards/rejected": -0.021739140152931213, - "step": 680 - }, - { - "epoch": 1.79, - "grad_norm": 4.75, - "learning_rate": 3.3710052038048794e-06, - "logits/chosen": -1.8876937627792358, - "logits/rejected": -1.8869459629058838, - "logps/chosen": -32.98918151855469, - "logps/rejected": -35.476680755615234, - "loss": 0.2165, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.5967752933502197, - "rewards/margins": 1.6827762126922607, - "rewards/rejected": -0.08600117266178131, - "step": 690 - }, - { - "epoch": 1.82, - "grad_norm": 4.15625, - "learning_rate": 3.3176699082935546e-06, - "logits/chosen": -1.862781286239624, - "logits/rejected": -1.8658040761947632, - "logps/chosen": -30.54743003845215, - "logps/rejected": -35.61197280883789, - "loss": 0.2606, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": 1.4387942552566528, - "rewards/margins": 1.418005108833313, - "rewards/rejected": 0.020789090543985367, - "step": 700 - }, - { - "epoch": 1.82, - "eval_logits/chosen": -2.1835741996765137, - "eval_logits/rejected": -2.1788299083709717, - "eval_logps/chosen": -33.57905578613281, - "eval_logps/rejected": -37.20835876464844, - "eval_loss": 0.47641801834106445, - "eval_rewards/accuracies": 0.6063122749328613, - "eval_rewards/chosen": 0.3188474476337433, - "eval_rewards/margins": 0.10306696593761444, - "eval_rewards/rejected": 0.21578048169612885, - "eval_runtime": 145.3074, - "eval_samples_per_second": 2.361, - "eval_steps_per_second": 0.296, - "step": 700 - }, - { - "epoch": 1.84, - "grad_norm": 5.8125, - "learning_rate": 3.2639145321045933e-06, - "logits/chosen": -1.970207929611206, - "logits/rejected": -1.972961187362671, - "logps/chosen": -32.8425407409668, - "logps/rejected": -34.31882858276367, - "loss": 0.2562, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": 1.4371341466903687, - "rewards/margins": 1.471206784248352, - "rewards/rejected": -0.034072600305080414, - "step": 710 - }, - { - "epoch": 1.87, - "grad_norm": 6.8125, - "learning_rate": 3.2097666922441107e-06, - "logits/chosen": -1.8238359689712524, - "logits/rejected": -1.8179490566253662, - "logps/chosen": -32.64445877075195, - "logps/rejected": -32.34913635253906, - "loss": 0.2397, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.5321400165557861, - "rewards/margins": 1.530247449874878, - "rewards/rejected": 0.0018926591146737337, - "step": 720 - }, - { - "epoch": 1.9, - "grad_norm": 3.765625, - "learning_rate": 3.1552542073477554e-06, - "logits/chosen": -1.996241569519043, - "logits/rejected": -1.9933366775512695, - "logps/chosen": -28.67278480529785, - "logps/rejected": -31.668869018554688, - "loss": 0.2416, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.3861420154571533, - "rewards/margins": 1.5406121015548706, - "rewards/rejected": -0.1544700562953949, - "step": 730 - }, - { - "epoch": 1.92, - "grad_norm": 3.875, - "learning_rate": 3.100405083388799e-06, - "logits/chosen": -1.8369905948638916, - "logits/rejected": -1.8370345830917358, - "logps/chosen": -31.223901748657227, - "logps/rejected": -37.633975982666016, - "loss": 0.2245, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": 1.5674915313720703, - "rewards/margins": 1.571808099746704, - "rewards/rejected": -0.004316648934036493, - "step": 740 - }, - { - "epoch": 1.95, - "grad_norm": 3.1875, - "learning_rate": 3.0452474992899645e-06, - "logits/chosen": -1.7186479568481445, - "logits/rejected": -1.7238624095916748, - "logps/chosen": -34.5988655090332, - "logps/rejected": -33.955909729003906, - "loss": 0.2323, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 1.6335166692733765, - "rewards/margins": 1.6220157146453857, - "rewards/rejected": 0.011500892229378223, - "step": 750 - }, - { - "epoch": 1.97, - "grad_norm": 5.625, - "learning_rate": 2.989809792446417e-06, - "logits/chosen": -1.9235740900039673, - "logits/rejected": -1.9250673055648804, - "logps/chosen": -30.627086639404297, - "logps/rejected": -32.82661437988281, - "loss": 0.2421, - "rewards/accuracies": 0.8999999761581421, - "rewards/chosen": 1.385018229484558, - "rewards/margins": 1.4181984663009644, - "rewards/rejected": -0.03318030759692192, - "step": 760 - }, - { - "epoch": 2.0, - "grad_norm": 5.34375, - "learning_rate": 2.9341204441673267e-06, - "logits/chosen": -1.894831895828247, - "logits/rejected": -1.8939815759658813, - "logps/chosen": -30.067148208618164, - "logps/rejected": -34.84111785888672, - "loss": 0.2551, - "rewards/accuracies": 0.85833340883255, - "rewards/chosen": 1.4759252071380615, - "rewards/margins": 1.3449987173080444, - "rewards/rejected": 0.13092657923698425, - "step": 770 - }, - { - "epoch": 2.03, - "grad_norm": 3.671875, - "learning_rate": 2.878208065043501e-06, - "logits/chosen": -1.895990014076233, - "logits/rejected": -1.8953578472137451, - "logps/chosen": -32.30732727050781, - "logps/rejected": -31.775619506835938, - "loss": 0.1909, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.6387954950332642, - "rewards/margins": 1.8880647420883179, - "rewards/rejected": -0.24926936626434326, - "step": 780 - }, - { - "epoch": 2.05, - "grad_norm": 4.90625, - "learning_rate": 2.8221013802485974e-06, - "logits/chosen": -1.9268324375152588, - "logits/rejected": -1.9253270626068115, - "logps/chosen": -27.4288387298584, - "logps/rejected": -33.15345764160156, - "loss": 0.1931, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": 1.4940404891967773, - "rewards/margins": 1.8560407161712646, - "rewards/rejected": -0.36200040578842163, - "step": 790 - }, - { - "epoch": 2.08, - "grad_norm": 3.78125, - "learning_rate": 2.76582921478147e-06, - "logits/chosen": -1.9773414134979248, - "logits/rejected": -1.974020004272461, - "logps/chosen": -29.959461212158203, - "logps/rejected": -34.62144470214844, - "loss": 0.1758, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.7274243831634521, - "rewards/margins": 2.023111581802368, - "rewards/rejected": -0.2956870496273041, - "step": 800 - }, - { - "epoch": 2.08, - "eval_logits/chosen": -2.172740936279297, - "eval_logits/rejected": -2.1680266857147217, - "eval_logps/chosen": -33.62887191772461, - "eval_logps/rejected": -37.266761779785156, - "eval_loss": 0.4767366945743561, - "eval_rewards/accuracies": 0.5859634280204773, - "eval_rewards/chosen": 0.28397703170776367, - "eval_rewards/margins": 0.10907654464244843, - "eval_rewards/rejected": 0.17490047216415405, - "eval_runtime": 145.1754, - "eval_samples_per_second": 2.363, - "eval_steps_per_second": 0.296, - "step": 800 - }, - { - "epoch": 2.1, - "grad_norm": 2.46875, - "learning_rate": 2.7094204786572254e-06, - "logits/chosen": -1.8107726573944092, - "logits/rejected": -1.8030484914779663, - "logps/chosen": -31.506906509399414, - "logps/rejected": -35.04960250854492, - "loss": 0.1452, - "rewards/accuracies": 0.8999999761581421, - "rewards/chosen": 2.0645337104797363, - "rewards/margins": 2.407174587249756, - "rewards/rejected": -0.3426409363746643, - "step": 810 - }, - { - "epoch": 2.13, - "grad_norm": 4.40625, - "learning_rate": 2.6529041520546072e-06, - "logits/chosen": -1.887786865234375, - "logits/rejected": -1.8982326984405518, - "logps/chosen": -33.01645278930664, - "logps/rejected": -32.74128341674805, - "loss": 0.1899, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.8754699230194092, - "rewards/margins": 2.0923609733581543, - "rewards/rejected": -0.2168913334608078, - "step": 820 - }, - { - "epoch": 2.16, - "grad_norm": 3.796875, - "learning_rate": 2.5963092704273302e-06, - "logits/chosen": -1.9369271993637085, - "logits/rejected": -1.9413642883300781, - "logps/chosen": -32.51754379272461, - "logps/rejected": -29.556041717529297, - "loss": 0.1869, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.6696659326553345, - "rewards/margins": 1.8711254596710205, - "rewards/rejected": -0.20145969092845917, - "step": 830 - }, - { - "epoch": 2.18, - "grad_norm": 4.46875, - "learning_rate": 2.53966490958702e-06, - "logits/chosen": -1.9355465173721313, - "logits/rejected": -1.9433647394180298, - "logps/chosen": -32.05677795410156, - "logps/rejected": -30.385608673095703, - "loss": 0.1604, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.911877989768982, - "rewards/margins": 2.2884128093719482, - "rewards/rejected": -0.3765348792076111, - "step": 840 - }, - { - "epoch": 2.21, - "grad_norm": 4.625, - "learning_rate": 2.4830001707654135e-06, - "logits/chosen": -1.866355538368225, - "logits/rejected": -1.8570215702056885, - "logps/chosen": -29.2946720123291, - "logps/rejected": -32.352394104003906, - "loss": 0.1771, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.7489668130874634, - "rewards/margins": 1.9859797954559326, - "rewards/rejected": -0.23701317608356476, - "step": 850 - }, - { - "epoch": 2.23, - "grad_norm": 3.6875, - "learning_rate": 2.4263441656635054e-06, - "logits/chosen": -2.0053553581237793, - "logits/rejected": -1.9958158731460571, - "logps/chosen": -23.93155288696289, - "logps/rejected": -30.337451934814453, - "loss": 0.1938, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.604762077331543, - "rewards/margins": 1.9303429126739502, - "rewards/rejected": -0.3255811333656311, - "step": 860 - }, - { - "epoch": 2.26, - "grad_norm": 3.4375, - "learning_rate": 2.3697260014953107e-06, - "logits/chosen": -1.8573694229125977, - "logits/rejected": -1.8587795495986938, - "logps/chosen": -31.69219398498535, - "logps/rejected": -30.3853816986084, - "loss": 0.1718, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.8485662937164307, - "rewards/margins": 2.130580186843872, - "rewards/rejected": -0.28201407194137573, - "step": 870 - }, - { - "epoch": 2.29, - "grad_norm": 3.1875, - "learning_rate": 2.3131747660339396e-06, - "logits/chosen": -1.8693485260009766, - "logits/rejected": -1.8701515197753906, - "logps/chosen": -29.962982177734375, - "logps/rejected": -33.51511764526367, - "loss": 0.1879, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 1.6983861923217773, - "rewards/margins": 2.0233235359191895, - "rewards/rejected": -0.3249376118183136, - "step": 880 - }, - { - "epoch": 2.31, - "grad_norm": 3.25, - "learning_rate": 2.256719512667651e-06, - "logits/chosen": -1.7684412002563477, - "logits/rejected": -1.7669271230697632, - "logps/chosen": -32.97483825683594, - "logps/rejected": -36.623138427734375, - "loss": 0.1579, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.8830540180206299, - "rewards/margins": 2.405186176300049, - "rewards/rejected": -0.522132396697998, - "step": 890 - }, - { - "epoch": 2.34, - "grad_norm": 3.296875, - "learning_rate": 2.2003892454735786e-06, - "logits/chosen": -1.9180320501327515, - "logits/rejected": -1.9112794399261475, - "logps/chosen": -29.328502655029297, - "logps/rejected": -33.22010803222656, - "loss": 0.1687, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.8718944787979126, - "rewards/margins": 2.1953208446502686, - "rewards/rejected": -0.3234265446662903, - "step": 900 - }, - { - "epoch": 2.34, - "eval_logits/chosen": -2.1673672199249268, - "eval_logits/rejected": -2.1626341342926025, - "eval_logps/chosen": -33.620479583740234, - "eval_logps/rejected": -37.25470733642578, - "eval_loss": 0.4770047068595886, - "eval_rewards/accuracies": 0.5485880374908447, - "eval_rewards/chosen": 0.2898494601249695, - "eval_rewards/margins": 0.10651160031557083, - "eval_rewards/rejected": 0.18333788216114044, - "eval_runtime": 145.3634, - "eval_samples_per_second": 2.36, - "eval_steps_per_second": 0.296, - "step": 900 - }, - { - "epoch": 2.36, - "grad_norm": 4.0625, - "learning_rate": 2.1442129043167877e-06, - "logits/chosen": -1.9585449695587158, - "logits/rejected": -1.953966498374939, - "logps/chosen": -31.010263442993164, - "logps/rejected": -35.009552001953125, - "loss": 0.164, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.783191442489624, - "rewards/margins": 2.119842052459717, - "rewards/rejected": -0.3366504907608032, - "step": 910 - }, - { - "epoch": 2.39, - "grad_norm": 3.453125, - "learning_rate": 2.088219349982323e-06, - "logits/chosen": -1.8792098760604858, - "logits/rejected": -1.8842833042144775, - "logps/chosen": -32.50172805786133, - "logps/rejected": -32.84755325317383, - "loss": 0.1644, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.9927990436553955, - "rewards/margins": 2.236151933670044, - "rewards/rejected": -0.24335305392742157, - "step": 920 - }, - { - "epoch": 2.42, - "grad_norm": 4.15625, - "learning_rate": 2.0324373493478803e-06, - "logits/chosen": -1.9770915508270264, - "logits/rejected": -1.9679561853408813, - "logps/chosen": -29.701152801513672, - "logps/rejected": -34.7978630065918, - "loss": 0.1669, - "rewards/accuracies": 1.0, - "rewards/chosen": 1.8086459636688232, - "rewards/margins": 2.0571932792663574, - "rewards/rejected": -0.2485475093126297, - "step": 930 - }, - { - "epoch": 2.44, - "grad_norm": 3.78125, - "learning_rate": 1.976895560604729e-06, - "logits/chosen": -1.903071641921997, - "logits/rejected": -1.8999197483062744, - "logps/chosen": -29.023662567138672, - "logps/rejected": -32.71151351928711, - "loss": 0.2019, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.585354208946228, - "rewards/margins": 1.757653832435608, - "rewards/rejected": -0.17229948937892914, - "step": 940 - }, - { - "epoch": 2.47, - "grad_norm": 3.4375, - "learning_rate": 1.921622518534466e-06, - "logits/chosen": -1.842889428138733, - "logits/rejected": -1.8503259420394897, - "logps/chosen": -30.36769676208496, - "logps/rejected": -35.7653923034668, - "loss": 0.2098, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.7523466348648071, - "rewards/margins": 1.903167963027954, - "rewards/rejected": -0.15082135796546936, - "step": 950 - }, - { - "epoch": 2.49, - "grad_norm": 4.15625, - "learning_rate": 1.8666466198491794e-06, - "logits/chosen": -1.8521137237548828, - "logits/rejected": -1.8454768657684326, - "logps/chosen": -31.145715713500977, - "logps/rejected": -37.1761589050293, - "loss": 0.1613, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.877960205078125, - "rewards/margins": 2.282109260559082, - "rewards/rejected": -0.4041489064693451, - "step": 960 - }, - { - "epoch": 2.52, - "grad_norm": 4.1875, - "learning_rate": 1.8119961086025376e-06, - "logits/chosen": -1.8534562587738037, - "logits/rejected": -1.8540384769439697, - "logps/chosen": -28.50092124938965, - "logps/rejected": -33.28984832763672, - "loss": 0.1593, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.9148372411727905, - "rewards/margins": 2.1308465003967285, - "rewards/rejected": -0.2160094678401947, - "step": 970 - }, - { - "epoch": 2.55, - "grad_norm": 4.375, - "learning_rate": 1.7576990616793139e-06, - "logits/chosen": -1.8584295511245728, - "logits/rejected": -1.8696168661117554, - "logps/chosen": -30.254512786865234, - "logps/rejected": -34.45421600341797, - "loss": 0.1653, - "rewards/accuracies": 0.8999999761581421, - "rewards/chosen": 1.97552490234375, - "rewards/margins": 2.201627731323242, - "rewards/rejected": -0.22610275447368622, - "step": 980 - }, - { - "epoch": 2.57, - "grad_norm": 2.828125, - "learning_rate": 1.7037833743707892e-06, - "logits/chosen": -1.926839828491211, - "logits/rejected": -1.924412488937378, - "logps/chosen": -33.426719665527344, - "logps/rejected": -32.59941101074219, - "loss": 0.1853, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 1.8860301971435547, - "rewards/margins": 2.0261569023132324, - "rewards/rejected": -0.14012634754180908, - "step": 990 - }, - { - "epoch": 2.6, - "grad_norm": 4.125, - "learning_rate": 1.6502767460434588e-06, - "logits/chosen": -1.8978465795516968, - "logits/rejected": -1.9018335342407227, - "logps/chosen": -31.86910629272461, - "logps/rejected": -34.74235153198242, - "loss": 0.1826, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.8159281015396118, - "rewards/margins": 1.9953454732894897, - "rewards/rejected": -0.17941740155220032, - "step": 1000 - }, - { - "epoch": 2.6, - "eval_logits/chosen": -2.162538528442383, - "eval_logits/rejected": -2.157820701599121, - "eval_logps/chosen": -33.64886474609375, - "eval_logps/rejected": -37.291744232177734, - "eval_loss": 0.4763668477535248, - "eval_rewards/accuracies": 0.5830564498901367, - "eval_rewards/chosen": 0.26998022198677063, - "eval_rewards/margins": 0.11256679147481918, - "eval_rewards/rejected": 0.15741342306137085, - "eval_runtime": 145.331, - "eval_samples_per_second": 2.36, - "eval_steps_per_second": 0.296, - "step": 1000 - }, - { - "epoch": 2.62, - "grad_norm": 5.9375, - "learning_rate": 1.5972066659083796e-06, - "logits/chosen": -1.9077873229980469, - "logits/rejected": -1.9126176834106445, - "logps/chosen": -30.2926082611084, - "logps/rejected": -32.68244171142578, - "loss": 0.2024, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 1.7554700374603271, - "rewards/margins": 1.8682985305786133, - "rewards/rejected": -0.11282841116189957, - "step": 1010 - }, - { - "epoch": 2.65, - "grad_norm": 3.734375, - "learning_rate": 1.5446003988985041e-06, - "logits/chosen": -1.8675119876861572, - "logits/rejected": -1.8702566623687744, - "logps/chosen": -27.929931640625, - "logps/rejected": -32.15419006347656, - "loss": 0.1718, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.7609975337982178, - "rewards/margins": 2.079514503479004, - "rewards/rejected": -0.31851673126220703, - "step": 1020 - }, - { - "epoch": 2.68, - "grad_norm": 2.671875, - "learning_rate": 1.4924849716612211e-06, - "logits/chosen": -1.9224603176116943, - "logits/rejected": -1.916998267173767, - "logps/chosen": -31.501073837280273, - "logps/rejected": -33.88199996948242, - "loss": 0.1823, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.7416280508041382, - "rewards/margins": 1.9964303970336914, - "rewards/rejected": -0.2548021972179413, - "step": 1030 - }, - { - "epoch": 2.7, - "grad_norm": 4.71875, - "learning_rate": 1.440887158673332e-06, - "logits/chosen": -1.8555800914764404, - "logits/rejected": -1.8593838214874268, - "logps/chosen": -33.17572021484375, - "logps/rejected": -34.55617141723633, - "loss": 0.19, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.8046057224273682, - "rewards/margins": 1.9002208709716797, - "rewards/rejected": -0.09561540186405182, - "step": 1040 - }, - { - "epoch": 2.73, - "grad_norm": 3.5, - "learning_rate": 1.3898334684855647e-06, - "logits/chosen": -1.8540366888046265, - "logits/rejected": -1.866837501525879, - "logps/chosen": -29.41763687133789, - "logps/rejected": -33.34986114501953, - "loss": 0.1906, - "rewards/accuracies": 0.8999999761581421, - "rewards/chosen": 1.711678147315979, - "rewards/margins": 1.9425528049468994, - "rewards/rejected": -0.23087480664253235, - "step": 1050 - }, - { - "epoch": 2.75, - "grad_norm": 4.0625, - "learning_rate": 1.3393501301037245e-06, - "logits/chosen": -1.8432916402816772, - "logits/rejected": -1.8369777202606201, - "logps/chosen": -29.536724090576172, - "logps/rejected": -33.66853713989258, - "loss": 0.1732, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.835822343826294, - "rewards/margins": 2.0812220573425293, - "rewards/rejected": -0.24539966881275177, - "step": 1060 - }, - { - "epoch": 2.78, - "grad_norm": 3.59375, - "learning_rate": 1.2894630795134454e-06, - "logits/chosen": -1.9685659408569336, - "logits/rejected": -1.9693739414215088, - "logps/chosen": -30.985530853271484, - "logps/rejected": -33.102413177490234, - "loss": 0.1709, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.7930816411972046, - "rewards/margins": 1.9734855890274048, - "rewards/rejected": -0.180403932929039, - "step": 1070 - }, - { - "epoch": 2.81, - "grad_norm": 5.28125, - "learning_rate": 1.2401979463554984e-06, - "logits/chosen": -1.9013326168060303, - "logits/rejected": -1.9002430438995361, - "logps/chosen": -31.509572982788086, - "logps/rejected": -33.25670623779297, - "loss": 0.2033, - "rewards/accuracies": 0.887499988079071, - "rewards/chosen": 1.8061821460723877, - "rewards/margins": 1.8515968322753906, - "rewards/rejected": -0.045414675027132034, - "step": 1080 - }, - { - "epoch": 2.83, - "grad_norm": 3.234375, - "learning_rate": 1.1915800407584705e-06, - "logits/chosen": -1.9260213375091553, - "logits/rejected": -1.918617606163025, - "logps/chosen": -31.691287994384766, - "logps/rejected": -31.300344467163086, - "loss": 0.1849, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.774212121963501, - "rewards/margins": 1.955381155014038, - "rewards/rejected": -0.1811690330505371, - "step": 1090 - }, - { - "epoch": 2.86, - "grad_norm": 2.796875, - "learning_rate": 1.1436343403356019e-06, - "logits/chosen": -1.896405577659607, - "logits/rejected": -1.8956992626190186, - "logps/chosen": -32.56309509277344, - "logps/rejected": -36.86756134033203, - "loss": 0.1541, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": 1.9987242221832275, - "rewards/margins": 2.359121322631836, - "rewards/rejected": -0.3603973388671875, - "step": 1100 - }, - { - "epoch": 2.86, - "eval_logits/chosen": -2.1608357429504395, - "eval_logits/rejected": -2.1561272144317627, - "eval_logps/chosen": -33.625431060791016, - "eval_logps/rejected": -37.27484893798828, - "eval_loss": 0.47510504722595215, - "eval_rewards/accuracies": 0.5776578187942505, - "eval_rewards/chosen": 0.28638461232185364, - "eval_rewards/margins": 0.11714447289705276, - "eval_rewards/rejected": 0.16924014687538147, - "eval_runtime": 145.2146, - "eval_samples_per_second": 2.362, - "eval_steps_per_second": 0.296, - "step": 1100 - }, - { - "epoch": 2.88, - "grad_norm": 3.734375, - "learning_rate": 1.0963854773524548e-06, - "logits/chosen": -1.9410547018051147, - "logits/rejected": -1.946345567703247, - "logps/chosen": -32.88351821899414, - "logps/rejected": -35.84196472167969, - "loss": 0.1916, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.8085190057754517, - "rewards/margins": 2.0173850059509277, - "rewards/rejected": -0.2088661640882492, - "step": 1110 - }, - { - "epoch": 2.91, - "grad_norm": 2.40625, - "learning_rate": 1.049857726072005e-06, - "logits/chosen": -1.914781928062439, - "logits/rejected": -1.912883996963501, - "logps/chosen": -30.12225341796875, - "logps/rejected": -33.4071044921875, - "loss": 0.1829, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.74576735496521, - "rewards/margins": 2.0428128242492676, - "rewards/rejected": -0.29704537987709045, - "step": 1120 - }, - { - "epoch": 2.94, - "grad_norm": 2.828125, - "learning_rate": 1.0040749902836508e-06, - "logits/chosen": -1.8179181814193726, - "logits/rejected": -1.8206218481063843, - "logps/chosen": -27.161823272705078, - "logps/rejected": -30.888957977294922, - "loss": 0.1529, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.8107696771621704, - "rewards/margins": 2.2615151405334473, - "rewards/rejected": -0.4507456421852112, - "step": 1130 - }, - { - "epoch": 2.96, - "grad_norm": 3.171875, - "learning_rate": 9.59060791022566e-07, - "logits/chosen": -1.916400671005249, - "logits/rejected": -1.9134107828140259, - "logps/chosen": -30.4929141998291, - "logps/rejected": -32.6131477355957, - "loss": 0.178, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.897585153579712, - "rewards/margins": 1.957972764968872, - "rewards/rejected": -0.060387589037418365, - "step": 1140 - }, - { - "epoch": 2.99, - "grad_norm": 4.5, - "learning_rate": 9.148382544856885e-07, - "logits/chosen": -1.8358739614486694, - "logits/rejected": -1.8296668529510498, - "logps/chosen": -25.861547470092773, - "logps/rejected": -32.6159553527832, - "loss": 0.2002, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.5935077667236328, - "rewards/margins": 1.9208663702011108, - "rewards/rejected": -0.32735878229141235, - "step": 1150 - }, - { - "epoch": 3.01, - "grad_norm": 2.78125, - "learning_rate": 8.714301001505568e-07, - "logits/chosen": -1.9491764307022095, - "logits/rejected": -1.9467414617538452, - "logps/chosen": -30.44895362854004, - "logps/rejected": -35.62247848510742, - "loss": 0.1676, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.852980375289917, - "rewards/margins": 2.224640369415283, - "rewards/rejected": -0.3716599941253662, - "step": 1160 - }, - { - "epoch": 3.04, - "grad_norm": 2.578125, - "learning_rate": 8.288586291031025e-07, - "logits/chosen": -1.932654619216919, - "logits/rejected": -1.930672287940979, - "logps/chosen": -28.86700439453125, - "logps/rejected": -32.90315246582031, - "loss": 0.1532, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.9231812953948975, - "rewards/margins": 2.300574779510498, - "rewards/rejected": -0.37739327549934387, - "step": 1170 - }, - { - "epoch": 3.06, - "grad_norm": 3.125, - "learning_rate": 7.871457125803897e-07, - "logits/chosen": -1.9274743795394897, - "logits/rejected": -1.9154332876205444, - "logps/chosen": -33.33545684814453, - "logps/rejected": -34.530860900878906, - "loss": 0.1634, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.8968908786773682, - "rewards/margins": 2.218459367752075, - "rewards/rejected": -0.3215683400630951, - "step": 1180 - }, - { - "epoch": 3.09, - "grad_norm": 4.5, - "learning_rate": 7.463127807341966e-07, - "logits/chosen": -1.819190263748169, - "logits/rejected": -1.8140865564346313, - "logps/chosen": -32.35272979736328, - "logps/rejected": -34.45198440551758, - "loss": 0.1541, - "rewards/accuracies": 0.9375, - "rewards/chosen": 2.097872734069824, - "rewards/margins": 2.247788906097412, - "rewards/rejected": -0.14991624653339386, - "step": 1190 - }, - { - "epoch": 3.12, - "grad_norm": 3.046875, - "learning_rate": 7.063808116212021e-07, - "logits/chosen": -1.8649425506591797, - "logits/rejected": -1.8679530620574951, - "logps/chosen": -30.119836807250977, - "logps/rejected": -31.720102310180664, - "loss": 0.194, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.746681809425354, - "rewards/margins": 1.91042959690094, - "rewards/rejected": -0.163747638463974, - "step": 1200 - }, - { - "epoch": 3.12, - "eval_logits/chosen": -2.1612026691436768, - "eval_logits/rejected": -2.156489610671997, - "eval_logps/chosen": -33.626529693603516, - "eval_logps/rejected": -37.28034210205078, - "eval_loss": 0.47478199005126953, - "eval_rewards/accuracies": 0.5801494717597961, - "eval_rewards/chosen": 0.28561660647392273, - "eval_rewards/margins": 0.12022235989570618, - "eval_rewards/rejected": 0.16539424657821655, - "eval_runtime": 145.3188, - "eval_samples_per_second": 2.36, - "eval_steps_per_second": 0.296, - "step": 1200 - }, - { - "epoch": 3.14, - "grad_norm": 3.8125, - "learning_rate": 6.673703204254348e-07, - "logits/chosen": -1.8913599252700806, - "logits/rejected": -1.8870538473129272, - "logps/chosen": -28.591426849365234, - "logps/rejected": -31.342187881469727, - "loss": 0.1557, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.8775701522827148, - "rewards/margins": 2.181436538696289, - "rewards/rejected": -0.30386656522750854, - "step": 1210 - }, - { - "epoch": 3.17, - "grad_norm": 3.296875, - "learning_rate": 6.293013489185315e-07, - "logits/chosen": -1.9030640125274658, - "logits/rejected": -1.897794485092163, - "logps/chosen": -32.43680953979492, - "logps/rejected": -35.05671691894531, - "loss": 0.1566, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.9859931468963623, - "rewards/margins": 2.3267762660980225, - "rewards/rejected": -0.3407830595970154, - "step": 1220 - }, - { - "epoch": 3.19, - "grad_norm": 2.828125, - "learning_rate": 5.921934551632086e-07, - "logits/chosen": -1.9055864810943604, - "logits/rejected": -1.892482042312622, - "logps/chosen": -30.573678970336914, - "logps/rejected": -34.583587646484375, - "loss": 0.1759, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": 1.7642362117767334, - "rewards/margins": 2.0888543128967285, - "rewards/rejected": -0.32461827993392944, - "step": 1230 - }, - { - "epoch": 3.22, - "grad_norm": 2.5, - "learning_rate": 5.560657034652405e-07, - "logits/chosen": -1.9504817724227905, - "logits/rejected": -1.9479200839996338, - "logps/chosen": -32.358009338378906, - "logps/rejected": -32.21631622314453, - "loss": 0.168, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.8724260330200195, - "rewards/margins": 2.13594126701355, - "rewards/rejected": -0.2635149657726288, - "step": 1240 - }, - { - "epoch": 3.25, - "grad_norm": 2.421875, - "learning_rate": 5.2093665457911e-07, - "logits/chosen": -1.8791261911392212, - "logits/rejected": -1.8764369487762451, - "logps/chosen": -31.556161880493164, - "logps/rejected": -35.48642349243164, - "loss": 0.1379, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.987993597984314, - "rewards/margins": 2.4705002307891846, - "rewards/rejected": -0.48250651359558105, - "step": 1250 - }, - { - "epoch": 3.27, - "grad_norm": 2.640625, - "learning_rate": 4.868243561723535e-07, - "logits/chosen": -1.9446487426757812, - "logits/rejected": -1.9393678903579712, - "logps/chosen": -28.063180923461914, - "logps/rejected": -32.76237487792969, - "loss": 0.1586, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": 1.8883317708969116, - "rewards/margins": 2.1542108058929443, - "rewards/rejected": -0.2658790349960327, - "step": 1260 - }, - { - "epoch": 3.3, - "grad_norm": 3.375, - "learning_rate": 4.537463335535161e-07, - "logits/chosen": -1.9708101749420166, - "logits/rejected": -1.975584626197815, - "logps/chosen": -29.93453025817871, - "logps/rejected": -32.06245422363281, - "loss": 0.1628, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.9435287714004517, - "rewards/margins": 2.210292339324951, - "rewards/rejected": -0.2667638957500458, - "step": 1270 - }, - { - "epoch": 3.32, - "grad_norm": 4.78125, - "learning_rate": 4.217195806684629e-07, - "logits/chosen": -1.8651002645492554, - "logits/rejected": -1.872433066368103, - "logps/chosen": -32.172630310058594, - "logps/rejected": -33.01711654663086, - "loss": 0.1714, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.914229154586792, - "rewards/margins": 2.2074227333068848, - "rewards/rejected": -0.29319363832473755, - "step": 1280 - }, - { - "epoch": 3.35, - "grad_norm": 3.84375, - "learning_rate": 3.907605513696808e-07, - "logits/chosen": -1.7700433731079102, - "logits/rejected": -1.7724153995513916, - "logps/chosen": -30.311264038085938, - "logps/rejected": -36.89826202392578, - "loss": 0.1748, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.9744415283203125, - "rewards/margins": 2.2152342796325684, - "rewards/rejected": -0.2407928705215454, - "step": 1290 - }, - { - "epoch": 3.38, - "grad_norm": 1.546875, - "learning_rate": 3.6088515096305675e-07, - "logits/chosen": -1.8248789310455322, - "logits/rejected": -1.82831609249115, - "logps/chosen": -30.20694923400879, - "logps/rejected": -33.00934600830078, - "loss": 0.1414, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": 2.1068058013916016, - "rewards/margins": 2.488433361053467, - "rewards/rejected": -0.38162797689437866, - "step": 1300 - }, - { - "epoch": 3.38, - "eval_logits/chosen": -2.160539150238037, - "eval_logits/rejected": -2.1558327674865723, - "eval_logps/chosen": -33.62611389160156, - "eval_logps/rejected": -37.27513122558594, - "eval_loss": 0.47534918785095215, - "eval_rewards/accuracies": 0.5830564498901367, - "eval_rewards/chosen": 0.2859070897102356, - "eval_rewards/margins": 0.11686603724956512, - "eval_rewards/rejected": 0.16904108226299286, - "eval_runtime": 145.3117, - "eval_samples_per_second": 2.36, - "eval_steps_per_second": 0.296, - "step": 1300 - }, - { - "epoch": 3.4, - "grad_norm": 2.8125, - "learning_rate": 3.321087280364757e-07, - "logits/chosen": -1.9337997436523438, - "logits/rejected": -1.9138942956924438, - "logps/chosen": -28.2788143157959, - "logps/rejected": -35.673282623291016, - "loss": 0.1617, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.984209418296814, - "rewards/margins": 2.339022159576416, - "rewards/rejected": -0.3548130691051483, - "step": 1310 - }, - { - "epoch": 3.43, - "grad_norm": 2.890625, - "learning_rate": 3.044460665744284e-07, - "logits/chosen": -1.9120073318481445, - "logits/rejected": -1.917673110961914, - "logps/chosen": -29.9759578704834, - "logps/rejected": -33.02309036254883, - "loss": 0.1289, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 2.1404826641082764, - "rewards/margins": 2.5131189823150635, - "rewards/rejected": -0.3726363182067871, - "step": 1320 - }, - { - "epoch": 3.45, - "grad_norm": 3.6875, - "learning_rate": 2.779113783626916e-07, - "logits/chosen": -1.884010910987854, - "logits/rejected": -1.879150390625, - "logps/chosen": -30.3497257232666, - "logps/rejected": -35.16407012939453, - "loss": 0.154, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.8709485530853271, - "rewards/margins": 2.2851948738098145, - "rewards/rejected": -0.41424623131752014, - "step": 1330 - }, - { - "epoch": 3.48, - "grad_norm": 2.046875, - "learning_rate": 2.5251829568697204e-07, - "logits/chosen": -1.7457748651504517, - "logits/rejected": -1.755414366722107, - "logps/chosen": -30.9390811920166, - "logps/rejected": -31.315013885498047, - "loss": 0.1642, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 2.0023577213287354, - "rewards/margins": 2.198988676071167, - "rewards/rejected": -0.19663105905056, - "step": 1340 - }, - { - "epoch": 3.51, - "grad_norm": 3.21875, - "learning_rate": 2.2827986432927774e-07, - "logits/chosen": -1.8068130016326904, - "logits/rejected": -1.8115451335906982, - "logps/chosen": -30.966552734375, - "logps/rejected": -33.47523880004883, - "loss": 0.1355, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": 2.0890681743621826, - "rewards/margins": 2.2783665657043457, - "rewards/rejected": -0.18929778039455414, - "step": 1350 - }, - { - "epoch": 3.53, - "grad_norm": 3.96875, - "learning_rate": 2.0520853686560177e-07, - "logits/chosen": -1.8347194194793701, - "logits/rejected": -1.840275764465332, - "logps/chosen": -31.000539779663086, - "logps/rejected": -35.11589813232422, - "loss": 0.1568, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.981787085533142, - "rewards/margins": 2.36877179145813, - "rewards/rejected": -0.38698458671569824, - "step": 1360 - }, - { - "epoch": 3.56, - "grad_norm": 2.125, - "learning_rate": 1.833161662683672e-07, - "logits/chosen": -1.9270436763763428, - "logits/rejected": -1.9225692749023438, - "logps/chosen": -29.990549087524414, - "logps/rejected": -31.350738525390625, - "loss": 0.169, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.8515956401824951, - "rewards/margins": 2.158782482147217, - "rewards/rejected": -0.30718696117401123, - "step": 1370 - }, - { - "epoch": 3.58, - "grad_norm": 3.859375, - "learning_rate": 1.626139998169246e-07, - "logits/chosen": -1.8426074981689453, - "logits/rejected": -1.8444961309432983, - "logps/chosen": -27.056955337524414, - "logps/rejected": -31.148794174194336, - "loss": 0.1754, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.8216432332992554, - "rewards/margins": 2.104875087738037, - "rewards/rejected": -0.2832319140434265, - "step": 1380 - }, - { - "epoch": 3.61, - "grad_norm": 4.9375, - "learning_rate": 1.4311267331922535e-07, - "logits/chosen": -1.836014986038208, - "logits/rejected": -1.8406941890716553, - "logps/chosen": -29.474157333374023, - "logps/rejected": -33.005123138427734, - "loss": 0.185, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": 1.7817341089248657, - "rewards/margins": 1.7936760187149048, - "rewards/rejected": -0.011941825971007347, - "step": 1390 - }, - { - "epoch": 3.64, - "grad_norm": 2.03125, - "learning_rate": 1.2482220564763669e-07, - "logits/chosen": -1.9031331539154053, - "logits/rejected": -1.9063663482666016, - "logps/chosen": -32.08364486694336, - "logps/rejected": -33.883567810058594, - "loss": 0.1492, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": 1.9928478002548218, - "rewards/margins": 2.3148512840270996, - "rewards/rejected": -0.32200372219085693, - "step": 1400 - }, - { - "epoch": 3.64, - "eval_logits/chosen": -2.1602745056152344, - "eval_logits/rejected": -2.155562400817871, - "eval_logps/chosen": -33.62794876098633, - "eval_logps/rejected": -37.28424072265625, - "eval_loss": 0.4743622839450836, - "eval_rewards/accuracies": 0.5917773842811584, - "eval_rewards/chosen": 0.2846195697784424, - "eval_rewards/margins": 0.12195253372192383, - "eval_rewards/rejected": 0.16266703605651855, - "eval_runtime": 145.0405, - "eval_samples_per_second": 2.365, - "eval_steps_per_second": 0.296, - "step": 1400 - }, - { - "epoch": 3.66, - "grad_norm": 3.1875, - "learning_rate": 1.0775199359171346e-07, - "logits/chosen": -1.9723188877105713, - "logits/rejected": -1.9656269550323486, - "logps/chosen": -30.971176147460938, - "logps/rejected": -34.55162811279297, - "loss": 0.1679, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.9819583892822266, - "rewards/margins": 2.196903705596924, - "rewards/rejected": -0.2149454653263092, - "step": 1410 - }, - { - "epoch": 3.69, - "grad_norm": 4.28125, - "learning_rate": 9.191080703056604e-08, - "logits/chosen": -1.8590764999389648, - "logits/rejected": -1.8698148727416992, - "logps/chosen": -31.296035766601562, - "logps/rejected": -34.09710693359375, - "loss": 0.1478, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.9972867965698242, - "rewards/margins": 2.3515076637268066, - "rewards/rejected": -0.35422074794769287, - "step": 1420 - }, - { - "epoch": 3.71, - "grad_norm": 3.78125, - "learning_rate": 7.730678442730539e-08, - "logits/chosen": -1.9422740936279297, - "logits/rejected": -1.9541749954223633, - "logps/chosen": -32.07694625854492, - "logps/rejected": -34.164581298828125, - "loss": 0.1459, - "rewards/accuracies": 0.9375, - "rewards/chosen": 2.0887014865875244, - "rewards/margins": 2.4570722579956055, - "rewards/rejected": -0.3683708906173706, - "step": 1430 - }, - { - "epoch": 3.74, - "grad_norm": 3.015625, - "learning_rate": 6.394742864787806e-08, - "logits/chosen": -1.9317998886108398, - "logits/rejected": -1.933950424194336, - "logps/chosen": -30.444339752197266, - "logps/rejected": -34.485233306884766, - "loss": 0.1473, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.9348328113555908, - "rewards/margins": 2.3725178241729736, - "rewards/rejected": -0.4376850128173828, - "step": 1440 - }, - { - "epoch": 3.77, - "grad_norm": 3.859375, - "learning_rate": 5.183960310644748e-08, - "logits/chosen": -1.9155280590057373, - "logits/rejected": -1.9085607528686523, - "logps/chosen": -32.7889289855957, - "logps/rejected": -34.09833526611328, - "loss": 0.172, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": 1.9455804824829102, - "rewards/margins": 2.1751322746276855, - "rewards/rejected": -0.22955195605754852, - "step": 1450 - }, - { - "epoch": 3.79, - "grad_norm": 2.875, - "learning_rate": 4.098952823928693e-08, - "logits/chosen": -1.884874701499939, - "logits/rejected": -1.890824556350708, - "logps/chosen": -28.527862548828125, - "logps/rejected": -34.241851806640625, - "loss": 0.159, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.879720687866211, - "rewards/margins": 2.2800161838531494, - "rewards/rejected": -0.40029558539390564, - "step": 1460 - }, - { - "epoch": 3.82, - "grad_norm": 3.25, - "learning_rate": 3.1402778309014284e-08, - "logits/chosen": -1.8300120830535889, - "logits/rejected": -1.8280490636825562, - "logps/chosen": -28.143136978149414, - "logps/rejected": -30.871578216552734, - "loss": 0.1654, - "rewards/accuracies": 0.9375, - "rewards/chosen": 1.8916912078857422, - "rewards/margins": 2.0858335494995117, - "rewards/rejected": -0.1941421777009964, - "step": 1470 - }, - { - "epoch": 3.84, - "grad_norm": 3.6875, - "learning_rate": 2.3084278540791427e-08, - "logits/chosen": -2.004854440689087, - "logits/rejected": -1.999352216720581, - "logps/chosen": -32.60303497314453, - "logps/rejected": -32.43815994262695, - "loss": 0.16, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.8775575160980225, - "rewards/margins": 2.14457368850708, - "rewards/rejected": -0.26701638102531433, - "step": 1480 - }, - { - "epoch": 3.87, - "grad_norm": 3.140625, - "learning_rate": 1.6038302591975807e-08, - "logits/chosen": -1.8964626789093018, - "logits/rejected": -1.8985786437988281, - "logps/chosen": -26.187755584716797, - "logps/rejected": -28.33608627319336, - "loss": 0.1956, - "rewards/accuracies": 0.8999999761581421, - "rewards/chosen": 1.6020386219024658, - "rewards/margins": 1.821703314781189, - "rewards/rejected": -0.21966469287872314, - "step": 1490 - }, - { - "epoch": 3.9, - "grad_norm": 4.375, - "learning_rate": 1.0268470356514237e-08, - "logits/chosen": -1.905769944190979, - "logits/rejected": -1.9003044366836548, - "logps/chosen": -30.289718627929688, - "logps/rejected": -32.631587982177734, - "loss": 0.1694, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": 1.7577499151229858, - "rewards/margins": 2.221593141555786, - "rewards/rejected": -0.46384334564208984, - "step": 1500 - }, - { - "epoch": 3.9, - "eval_logits/chosen": -2.1607134342193604, - "eval_logits/rejected": -2.1560044288635254, - "eval_logps/chosen": -33.631370544433594, - "eval_logps/rejected": -37.28603744506836, - "eval_loss": 0.47470974922180176, - "eval_rewards/accuracies": 0.5568937063217163, - "eval_rewards/chosen": 0.2822282910346985, - "eval_rewards/margins": 0.12082076817750931, - "eval_rewards/rejected": 0.16140751540660858, - "eval_runtime": 145.1244, - "eval_samples_per_second": 2.363, - "eval_steps_per_second": 0.296, - "step": 1500 - }, - { - "epoch": 3.92, - "grad_norm": 5.78125, - "learning_rate": 5.777746105209147e-09, - "logits/chosen": -1.8295776844024658, - "logits/rejected": -1.8337701559066772, - "logps/chosen": -31.576879501342773, - "logps/rejected": -34.6661262512207, - "loss": 0.1827, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": 1.8158810138702393, - "rewards/margins": 1.994899034500122, - "rewards/rejected": -0.17901787161827087, - "step": 1510 - }, - { - "epoch": 3.95, - "grad_norm": 2.1875, - "learning_rate": 2.5684369628148352e-09, - "logits/chosen": -1.8878551721572876, - "logits/rejected": -1.8862745761871338, - "logps/chosen": -28.058696746826172, - "logps/rejected": -33.05814743041992, - "loss": 0.1623, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.872835397720337, - "rewards/margins": 2.200737953186035, - "rewards/rejected": -0.3279026448726654, - "step": 1520 - }, - { - "epoch": 3.97, - "grad_norm": 4.0625, - "learning_rate": 6.421917227455999e-10, - "logits/chosen": -1.9854892492294312, - "logits/rejected": -1.9778953790664673, - "logps/chosen": -25.75176429748535, - "logps/rejected": -29.129873275756836, - "loss": 0.1804, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": 1.6178255081176758, - "rewards/margins": 1.938612699508667, - "rewards/rejected": -0.3207874298095703, - "step": 1530 - }, - { - "epoch": 4.0, - "grad_norm": 2.921875, - "learning_rate": 0.0, - "logits/chosen": -1.8875421285629272, - "logits/rejected": -1.877659797668457, - "logps/chosen": -30.428552627563477, - "logps/rejected": -36.047637939453125, - "loss": 0.1484, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": 1.8463512659072876, - "rewards/margins": 2.291874408721924, - "rewards/rejected": -0.445523202419281, - "step": 1540 - }, - { - "epoch": 4.0, - "step": 1540, + "epoch": 1.0, + "step": 385, "total_flos": 0.0, - "train_loss": 0.17319794591371115, - "train_runtime": 10768.0107, - "train_samples_per_second": 1.144, - "train_steps_per_second": 0.143 + "train_loss": 0.46899499707407766, + "train_runtime": 3249.86, + "train_samples_per_second": 0.947, + "train_steps_per_second": 0.118 } ], "logging_steps": 10, - "max_steps": 1540, + "max_steps": 385, "num_input_tokens_seen": 0, - "num_train_epochs": 4, + "num_train_epochs": 1, "save_steps": 100, "total_flos": 0.0, "train_batch_size": 4,